high performance computing on graphics processing units: hgpu.org

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Fast Sparse Level Sets on Graphics Hardware

Andrei C. Jalba, Wladimir J. van der Laan, Jos B.T.M. Roerdink

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Tags: Computer science, CUDA, nVidia, nVidia GeForce GTX 280, Rendering, Visualization

January 18, 2013 by hgpu

Rethinking resampling in the particle filter on graphics processing units

Lawrence M. Murray, Anthony Lee, Pierre E. Jacob

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Tags: CUDA, nVidia, Particle filtering, Statistics, Tesla S2050

January 18, 2013 by hgpu

Performance Analysis and Tuning For: General-Purpose Graphics Processing Units (GPGPU)

Hyesoon Kim, Richard Vuduc, Wen-mei Hwu, Sara Baghsorkhi

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Tags: Algorithms, Book, Computer science, CUDA, Fast multipole method, N-body simulation, nVidia, OpenCL, Optimization, Particle simulation, Performance, Review

January 17, 2013 by hgpu

Inter-Warp Instruction Temporal Locality in Deep-Multithreaded GPUs

Ahmad Lashgar, Amirali Baniasadi, Ahmad Khonsari

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Tags: Computer science, Energy-efficient computing, GPGPU-sim, nVidia, Tesla

January 17, 2013 by hgpu

A GPU Based Implementation of Side Effect Analysis

Sudhakar Sah, Vinay G. Vaidya

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Tags: Algorithms, Compilers, Computer science, CUDA, nVidia, nVidia GeForce GTX 480

January 17, 2013 by hgpu

Application of GPU Smooth Particle Hydrodynamics: Wave Runup and Overtopping on Composite Slopes

Billy L. Edge, Margery F. Overton, Robert A. Dalrymple, Alexis Herault, Giuseppe Bilotta, M. Onur Kurum, Kevin Gamiel

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Source codes

Tags: CUDA, Earth and Space Sciences, Fluid dynamics, nVidia, Package

January 17, 2013 by hgpu

Bouncing Behavior of Microscopic Dust Aggregates

Alexander Seizinger, Wilhelm Kley

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Tags: Astrophysics, Earth and Planetary Astrophysics, Molecular dynamics, nVidia, nVidia GeForce GTX 460, nVidia GeForce GTX 570, Tesla C2070

January 17, 2013 by hgpu

Burrows-Wheeler Aligner: A Parallel Approach

Sheridan Lee Wright

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Tags: Algorithms, Bioinformatics, Biology, CUDA, MPI, nVidia, Sequence alignment, Thesis

January 16, 2013 by hgpu

A parallel implementation of a derivative pricing model incorporating SABR calibration and probability lookup tables

Qasim Nasar-Ullah

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Tags: Computational finance, Computer science, CUDA, Finance, nVidia, Tesla M2070

January 16, 2013 by hgpu

Efficient implementation of multiuser precoding algorithms on GPU for MIMO-OFDM systems

Fernando Domene, Sandra Roger, Carla Ramiro, Gema Pinero, Alberto Gonzalez

Tags: Algorithms, CUDA, MIMO, nVidia, nVidia Quadro FX 5800, Signal processing

January 16, 2013 by hgpu

On the Use of Graphic Processing Units for the Efficient Implementation of MIMO Detectors

Sandra Roger, Carla Ramiro, Alberto Gonzalez, Vicenc Almenar, Antonio M. Vidal

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Tags: Algorithms, CUDA, MIMO, nVidia, Signal processing, Tesla C2070

January 16, 2013 by hgpu

Analytic Visibility on the GPU

T. Auzinger, M. Wimmer, S. Jescke

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Tags: 3D Graphics and Realism, Algorithms, Computer science, CUDA, Image generation, nVidia, nVidia GeForce GTX 680, Rendering, Triangular meshes

January 16, 2013 by hgpu

AutoDock-GPU: AutoDock for GPUs and other accelerators

Architecting Tensor Core-Based Reductions for Irregular Molecular Docking Kernels

NCCLX: collective communication framework

Collective Communication for 100k+ GPUs

Tutoring LLM into a Better CUDA Optimizer

Kernel Library for LLM Serving

Compiler and Runtime Systems for Generative AI Models

Adaptivity in AdaptiveCpp: Optimizing Performance by Leveraging Runtime Information During JIT-Compilation

Neptune: Advanced ML Operator Fusion for Locality and Parallelism on GPUs

Genten: Software for Generalized Tensor Decompositions by Sandia National Laboratories

A Performance Portable Matrix Free Dense MTTKRP in GenTen

Interleaved Learning and Exploration: A Self-Adaptive Fuzz Testing Framework for MLIR

Pinocchio: PINpointing Orbit Crossing Collapsed Hierarchical Objects

Accelerating cosmological simulations on GPUs: a portable approach using OpenMP

KernelCoder: trained on a curated dataset of reasoning traces and CUDA kernel pairs

ConCuR: Conciseness Makes State-of-the-Art Kernel Generation

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high performance computing on graphics processing units: hgpu.org

Fast Sparse Level Sets on Graphics Hardware

Rethinking resampling in the particle filter on graphics processing units

Performance Analysis and Tuning For: General-Purpose Graphics Processing Units (GPGPU)

Inter-Warp Instruction Temporal Locality in Deep-Multithreaded GPUs

A GPU Based Implementation of Side Effect Analysis

Application of GPU Smooth Particle Hydrodynamics: Wave Runup and Overtopping on Composite Slopes

Bouncing Behavior of Microscopic Dust Aggregates

Burrows-Wheeler Aligner: A Parallel Approach

A parallel implementation of a derivative pricing model incorporating SABR calibration and probability lookup tables

Efficient implementation of multiuser precoding algorithms on GPU for MIMO-OFDM systems

On the Use of Graphic Processing Units for the Efficient Implementation of MIMO Detectors

Analytic Visibility on the GPU

Recent source codes

AutoDock-GPU: AutoDock for GPUs and other accelerators

NCCLX: collective communication framework

Tutoring LLM into a Better CUDA Optimizer

Kernel Library for LLM Serving

Adaptivity in AdaptiveCpp: Optimizing Performance by Leveraging Runtime Information During JIT-Compilation

Neptune: Advanced ML Operator Fusion for Locality and Parallelism on GPUs

Genten: Software for Generalized Tensor Decompositions by Sandia National Laboratories

Interleaved Learning and Exploration: A Self-Adaptive Fuzz Testing Framework for MLIR

Pinocchio: PINpointing Orbit Crossing Collapsed Hierarchical Objects

KernelCoder: trained on a curated dataset of reasoning traces and CUDA kernel pairs

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